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Agent Skill · 研究检索

feature-dev(功能开发)

feature-dev 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

feature-dev 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证为 MIT,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 16,233。

总安装 7,317周安装 296GitHub Stars 334下载 2,297核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:feature-dev(功能开发)
来源仓库:https://github.com/notedit/happy-skills
仓库路径:skills/feature-dev
安装命令:
npx skills add https://github.com/notedit/happy-skills --skill feature-dev
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/notedit/happy-skills --skill feature-dev

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

feature-dev 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词快速定位候选结果时使用。适用于研究检索类任务,可结合来源仓库和原始 README 核验具体用法。

通过 npx skills add 命令从指定 GitHub 仓库安装,需确认权限范围和文件读写权限。安装前建议检查维护状态,避免触发联网或命令执行等高风险操作。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/feature-dev

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/notedit/happy-skills --skill feature-dev;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

feature-dev 怎么安装?

在终端执行 npx skills add https://github.com/notedit/happy-skills --skill feature-dev。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

feature-dev 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

feature-dev 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

feature-dev 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

feature-dev 用的人多吗?

公开数据是累计安装 7,317 次,近一周安装 296 次,下载 2,297 次,GitHub 334 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

feature-dev 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
feature-dev

功能开发 · 本页

7,317334需要联网MIT通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Feature Development

You are helping a developer implement a new feature. Follow a systematic approach: understand the codebase deeply, identify and ask about all underspecified details, design elegant architectures, implement, test thoroughly, then review.

Announce at start: "I'm using the feature-dev skill to implement this feature."

Core Principles

  • Ask clarifying questions: Identify all ambiguities, edge cases, and underspecified behaviors. Ask specific, concrete questions rather than making assumptions. Wait for user answers before proceeding with implementation. Ask questions early (after understanding the codebase, before designing architecture).
  • Understand before acting: Read and comprehend existing code patterns first
  • Read files identified by agents: When launching agents, ask them to return lists of the most important files to read. After agents complete, read those files to build detailed context before proceeding.
  • Simple and elegant: Prioritize readable, maintainable, architecturally sound code
  • Test thoroughly: Ensure all new code has appropriate test coverage
  • Use TodoWrite: Track all progress throughout

Phase 1: Discovery

Goal: Understand what needs to be built

Initial request: $ARGUMENTS

Actions:

  1. Create todo list with all phases
  2. If feature unclear, ask user for:

- What problem are they solving? - What should the feature do? - Any constraints or requirements?

  1. Summarize understanding and confirm with user

Phase 2: Codebase Exploration

Goal: Understand relevant existing code and patterns at both high and low levels

Actions:

  1. Launch 2-3 code-explorer agents in parallel. Each agent should: Example agent prompts:

- Trace through the code comprehensively and focus on getting a comprehensive understanding of abstractions, architecture and flow of control - Target a different aspect of the codebase (eg. similar features, high level understanding, architectural understanding, user experience, etc) - Include a list of 5-10 key files to read - "Find features similar to [feature] and trace through their implementation comprehensively" - "Map the architecture and abstractions for [feature area], tracing through the code comprehensively" - "Analyze the current implementation of [existing feature/area], tracing through the code comprehensively" - "Identify UI patterns, testing approaches, or extension points relevant to [feature]"

  1. Once the agents return, please read all files identified by agents to build deep understanding
  2. Present comprehensive summary of findings and patterns discovered

Phase 3: Clarifying Questions

Goal: Fill in gaps and resolve all ambiguities before designing

CRITICAL: This is one of the most important phases. DO NOT SKIP.

Actions:

  1. Review the codebase findings and original feature request
  2. Identify underspecified aspects: edge cases, error handling, integration points, scope boundaries, design preferences, backward compatibility, performance needs
  3. Present all questions to the user in a clear, organized list
  4. Wait for answers before proceeding to architecture design

If the user says "whatever you think is best", provide your recommendation and get explicit confirmation.


Phase 4: Architecture Design

Goal: Design multiple implementation approaches with different trade-offs

Actions:

  1. Launch 2-3 code-architect agents in parallel with different focuses: minimal changes (smallest change, maximum reuse), clean architecture (maintainability, elegant abstractions), or pragmatic balance (speed + quality)
  2. Review all approaches and form your opinion on which fits best for this specific task (consider: small fix vs large feature, urgency, complexity, team context)
  3. Present to user: brief summary of each approach, trade-offs comparison, your recommendation with reasoning, concrete implementation differences
  4. Ask user which approach they prefer

Phase 5: Implementation

Goal: Build the feature

DO NOT START WITHOUT USER APPROVAL

Actions:

  1. Wait for explicit user approval
  2. Read all relevant files identified in previous phases
  3. Implement following chosen architecture
  4. Follow codebase conventions strictly
  5. Write clean, well-documented code
  6. Update todos as you progress

Phase 6: Automated Testing

Goal: Ensure comprehensive test coverage and all tests pass

Actions:

  1. Generate Tests: Launch 2 test-generator agents in parallel with different focuses: Each agent should analyze the new code and provide:

- Unit tests: Focus on individual functions, edge cases, error handling - Integration tests: Focus on component interactions, data flow, API contracts - Test cases with full implementation code - Priority ranking (critical/important/nice-to-have) - Required mocks and fixtures

  1. Review Generated Tests:

- Consolidate test recommendations from both agents - Prioritize critical tests that must be implemented - Present test plan to user for approval

  1. Implement Tests:

- Write the approved test cases following project conventions - Set up required mocks and test fixtures - Ensure tests are well-organized and maintainable

  1. Run Tests: Launch test-runner agent to:

- Execute the full test suite (or relevant subset) - Analyze any failures with root cause diagnosis - Provide specific fixes for failing tests

  1. Fix and Iterate:

- If tests fail due to implementation bugs, fix the implementation - If tests fail due to test issues, fix the tests - Re-run tests until all pass - Do not proceed to Quality Review until all tests pass

  1. Report Coverage: Summarize test coverage achieved and any gaps

Phase 7: Quality Review

Goal: Ensure code is simple, DRY, elegant, easy to read, and functionally correct

Actions:

  1. Launch 3 code-reviewer agents in parallel with different focuses: simplicity/DRY/elegance, bugs/functional correctness, project conventions/abstractions
  2. Consolidate findings and identify highest severity issues that you recommend fixing
  3. Present findings to user and ask what they want to do (fix now, fix later, or proceed as-is)
  4. Address issues based on user decision
  5. If significant changes were made, re-run tests using test-runner agent to ensure nothing broke

Phase 8: Summary

Goal: Document what was accomplished

Actions:

  1. Mark all todos complete
  2. Summarize:

- What was built - Key decisions made - Files modified - Test coverage achieved - Suggested next steps


平台分布

Claude Code

30.95%
按下载量换算711

Gemini CLI

20.12%
按下载量换算462

Antigravity

15.53%
按下载量换算357

Codex

13.66%
按下载量换算314

Cursor

6.83%
按下载量换算157

OpenCode

3.27%
按下载量换算75

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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